Senior ML Platform Engineer · physics & computational-modeling background
I build and operate the production ML platforms that turn research models into reliable enterprise services. My approach is grounded in numerical simulation, signal processing, and applied electromagnetics.
🌐 orphefs.github.io — projects · research · contact
Currently building and productionizing music & audio ML at Universal Music Group. Previously: ML and computer vision at iKnowHow, indoor-localization ML at Navenio, a postdoc at the University of Oxford, and a PhD at Iowa State University in magnetic non-destructive evaluation (the Kypris–Jiles model). Co-author of two patents.

